Physionet Data Challenge 2019

Dataset statistics

Number of variables	44
Number of observations	20336
Missing cells	222441
Missing cells (%)	24.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	6.8 MiB
Average record size in memory	352.0 B

Variable types

Numeric	38
Unsupported	1
Categorical	5

Alerts

`SBP` is highly correlated with `MAP`	High correlation
`MAP` is highly correlated with `SBP` and 1 other fields	High correlation
`DBP` is highly correlated with `MAP`	High correlation
`BaseExcess` is highly correlated with `HCO3` and 1 other fields	High correlation
`HCO3` is highly correlated with `BaseExcess` and 1 other fields	High correlation
`pH` is highly correlated with `BaseExcess`	High correlation
`PaCO2` is highly correlated with `HCO3`	High correlation
`BUN` is highly correlated with `Creatinine`	High correlation
`Creatinine` is highly correlated with `BUN`	High correlation
`Bilirubin_direct` is highly correlated with `Bilirubin_total`	High correlation
`Bilirubin_total` is highly correlated with `Bilirubin_direct`	High correlation
`Hct` is highly correlated with `Hgb`	High correlation
`Hgb` is highly correlated with `Hct`	High correlation
`Unit1` is highly correlated with `Unit2`	High correlation
`Unit2` is highly correlated with `Unit1`	High correlation
`SBP` is highly correlated with `MAP`	High correlation
`MAP` is highly correlated with `SBP` and 1 other fields	High correlation
`DBP` is highly correlated with `MAP`	High correlation
`BaseExcess` is highly correlated with `HCO3` and 2 other fields	High correlation
`HCO3` is highly correlated with `BaseExcess` and 1 other fields	High correlation
`pH` is highly correlated with `BaseExcess`	High correlation
`PaCO2` is highly correlated with `BaseExcess` and 1 other fields	High correlation
`BUN` is highly correlated with `Creatinine` and 1 other fields	High correlation
`Creatinine` is highly correlated with `BUN` and 1 other fields	High correlation
`Bilirubin_direct` is highly correlated with `Bilirubin_total`	High correlation
`Phosphate` is highly correlated with `BUN` and 1 other fields	High correlation
`Bilirubin_total` is highly correlated with `Bilirubin_direct`	High correlation
`Hct` is highly correlated with `Hgb`	High correlation
`Hgb` is highly correlated with `Hct`	High correlation
`Unit1` is highly correlated with `Unit2`	High correlation
`Unit2` is highly correlated with `Unit1`	High correlation
`BaseExcess` is highly correlated with `HCO3` and 1 other fields	High correlation
`HCO3` is highly correlated with `BaseExcess`	High correlation
`pH` is highly correlated with `BaseExcess`	High correlation
`BUN` is highly correlated with `Creatinine`	High correlation
`Creatinine` is highly correlated with `BUN`	High correlation
`Bilirubin_direct` is highly correlated with `Bilirubin_total`	High correlation
`Bilirubin_total` is highly correlated with `Bilirubin_direct`	High correlation
`Hct` is highly correlated with `Hgb`	High correlation
`Hgb` is highly correlated with `Hct`	High correlation
`Unit1` is highly correlated with `Unit2`	High correlation
`Unit2` is highly correlated with `Unit1`	High correlation
`Unit2` is highly correlated with `Unit1`	High correlation
`Unit1` is highly correlated with `Unit2`	High correlation
`Temp` has 235 (1.2%) missing values	Missing
`SBP` has 258 (1.3%) missing values	Missing
`DBP` has 7384 (36.3%) missing values	Missing
`EtCO2` has 20336 (100.0%) missing values	Missing
`BaseExcess` has 7684 (37.8%) missing values	Missing
`HCO3` has 535 (2.6%) missing values	Missing
`FiO2` has 8349 (41.1%) missing values	Missing
`pH` has 7155 (35.2%) missing values	Missing
`PaCO2` has 7759 (38.2%) missing values	Missing
`SaO2` has 12373 (60.8%) missing values	Missing
`AST` has 14443 (71.0%) missing values	Missing
`BUN` has 427 (2.1%) missing values	Missing
`Alkalinephos` has 14633 (72.0%) missing values	Missing
`Calcium` has 3789 (18.6%) missing values	Missing
`Chloride` has 542 (2.7%) missing values	Missing
`Creatinine` has 461 (2.3%) missing values	Missing
`Bilirubin_direct` has 19750 (97.1%) missing values	Missing
`Glucose` has 407 (2.0%) missing values	Missing
`Lactate` has 12603 (62.0%) missing values	Missing
`Magnesium` has 1388 (6.8%) missing values	Missing
`Phosphate` has 3650 (17.9%) missing values	Missing
`Potassium` has 433 (2.1%) missing values	Missing
`Bilirubin_total` has 14566 (71.6%) missing values	Missing
`TroponinI` has 19847 (97.6%) missing values	Missing
`Hct` has 364 (1.8%) missing values	Missing
`Hgb` has 507 (2.5%) missing values	Missing
`PTT` has 4496 (22.1%) missing values	Missing
`WBC` has 625 (3.1%) missing values	Missing
`Fibrinogen` has 17769 (87.4%) missing values	Missing
`Platelets` has 585 (2.9%) missing values	Missing
`Unit1` has 9522 (46.8%) missing values	Missing
`Unit2` has 9522 (46.8%) missing values	Missing
`ICULOS` is highly skewed (γ1 = 59.42175818)	Skewed
`PatientID` has unique values	Unique
`EtCO2` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`BaseExcess` has 2278 (11.2%) zeros	Zeros

Reproduction

Analysis started	2021-11-29 10:22:59.380060
Analysis finished	2021-11-29 10:23:08.936084
Duration	9.56 seconds
Software version	pandas-profiling v3.1.1
Download configuration	config.json

PatientID
Real number (ℝ_≥0)

UNIQUE

Distinct	20336
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10173.60651

Minimum	1
Maximum	20643
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1017.75
Q1	5084.75
median	10168.5
Q3	15252.25
95-th percentile	19320.25
Maximum	20643
Range	20642
Interquartile range (IQR)	10167.5

Descriptive statistics

Standard deviation	5879.461518
Coefficient of variation (CV)	0.5779132024
Kurtosis	-1.192915145
Mean	10173.60651
Median Absolute Deviation (MAD)	5084
Skewness	0.005160825078
Sum	206890462
Variance	34568067.75
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
13556	1	< 0.1%
13563	1	< 0.1%
13562	1	< 0.1%
13561	1	< 0.1%
13560	1	< 0.1%
13559	1	< 0.1%
13558	1	< 0.1%
13557	1	< 0.1%
13555	1	< 0.1%
Other values (20326)	20326	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
20643	1	< 0.1%
20642	1	< 0.1%
20641	1	< 0.1%
20640	1	< 0.1%
20639	1	< 0.1%
20638	1	< 0.1%
20637	1	< 0.1%
20636	1	< 0.1%
20635	1	< 0.1%
20634	1	< 0.1%

HR
Real number (ℝ_≥0)

Distinct	193
Distinct (%)	0.9%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	69.85490534

Minimum	20
Maximum	144
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	20
5-th percentile	49
Q1	60
median	69
Q3	78
95-th percentile	93
Maximum	144
Range	124
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	13.47874653
Coefficient of variation (CV)	0.1929534722
Kurtosis	0.576808424
Mean	69.85490534
Median Absolute Deviation (MAD)	9
Skewness	0.3800833214
Sum	1420499.5
Variance	181.6766081
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	731	3.6%
70	710	3.5%
68	604	3.0%
67	584	2.9%
65	559	2.7%
63	550	2.7%
72	548	2.7%
75	543	2.7%
66	542	2.7%
64	539	2.7%
Other values (183)	14425	70.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	1	< 0.1%
21	1	< 0.1%
22	2	< 0.1%
23	1	< 0.1%
24	1	< 0.1%
25	3	< 0.1%
26	1	< 0.1%
27	3	< 0.1%
27.5	1	< 0.1%
28	3	< 0.1%

Value	Count	Frequency (%)
144	1	< 0.1%
140	1	< 0.1%
137	1	< 0.1%
135	1	< 0.1%
134.5	1	< 0.1%
133	2	< 0.1%
130	1	< 0.1%
129	1	< 0.1%
127	2	< 0.1%
126	2	< 0.1%

O2Sat
Real number (ℝ_≥0)

Distinct	127
Distinct (%)	0.6%
Missing	12
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	91.99768746

Minimum	20
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	20
5-th percentile	83
Q1	91
median	93
Q3	95
95-th percentile	98
Maximum	100
Range	80
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	6.722424054
Coefficient of variation (CV)	0.07307166342
Kurtosis	34.1866847
Mean	91.99768746
Median Absolute Deviation (MAD)	2
Skewness	-4.824982492
Sum	1869761
Variance	45.19098516
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
94	2694	13.2%
93	2566	12.6%
95	2335	11.5%
92	2206	10.8%
96	1734	8.5%
91	1478	7.3%
97	1112	5.5%
90	1043	5.1%
98	668	3.3%
89	625	3.1%
Other values (117)	3863	19.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	2	< 0.1%
21	2	< 0.1%
22	5	< 0.1%
23	2	< 0.1%
24	2	< 0.1%
25	3	< 0.1%
26	4	< 0.1%
27	5	< 0.1%
28	6	< 0.1%
29	3	< 0.1%

Value	Count	Frequency (%)
100	166	0.8%
99.5	15	0.1%
99	317	1.6%
98.5	27	0.1%
98	668	3.3%
97.5	41	0.2%
97	1112	5.5%
96.5	74	0.4%
96	1734	8.5%
95.5	88	0.4%

Temp
Real number (ℝ_≥0)

MISSING

Distinct	301
Distinct (%)	1.5%
Missing	235
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	36.06567633

Minimum	20.9
Maximum	39.33
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	20.9
5-th percentile	35
Q1	35.67
median	36.11
Q3	36.5
95-th percentile	37.11
Maximum	39.33
Range	18.43
Interquartile range (IQR)	0.83

Descriptive statistics

Standard deviation	0.7491865947
Coefficient of variation (CV)	0.02077284196
Kurtosis	36.72512892
Mean	36.06567633
Median Absolute Deviation (MAD)	0.41
Skewness	-2.815209632
Sum	724956.16
Variance	0.5612805537
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36.11	1168	5.7%
35.56	850	4.2%
36	750	3.7%
36.17	632	3.1%
36.44	628	3.1%
36.67	596	2.9%
36.22	591	2.9%
36.56	586	2.9%
35.83	584	2.9%
36.28	578	2.8%
Other values (291)	13138	64.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20.9	1	< 0.1%
21	1	< 0.1%
23	1	< 0.1%
23.6	1	< 0.1%
26.6	1	< 0.1%
26.67	5	< 0.1%
28	1	< 0.1%
29.6	1	< 0.1%
29.61	1	< 0.1%
29.8	1	< 0.1%

Value	Count	Frequency (%)
39.33	1	< 0.1%
39.17	1	< 0.1%
39.11	1	< 0.1%
38.89	1	< 0.1%
38.83	1	< 0.1%
38.78	1	< 0.1%
38.67	1	< 0.1%
38.61	2	< 0.1%
38.56	2	< 0.1%
38.5	1	< 0.1%

SBP
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	357
Distinct (%)	1.8%
Missing	258
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Mean	95.49430421

Minimum	22
Maximum	190
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	22
5-th percentile	74
Q1	86
median	93.875
Q3	103.5
95-th percentile	123
Maximum	190
Range	168
Interquartile range (IQR)	17.5

Descriptive statistics

Standard deviation	15.27570332
Coefficient of variation (CV)	0.1599645492
Kurtosis	2.112483679
Mean	95.49430421
Median Absolute Deviation (MAD)	8.375
Skewness	0.5256272955
Sum	1917334.64
Variance	233.347112
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90	794	3.9%
91	695	3.4%
92	641	3.2%
93	630	3.1%
94	606	3.0%
95	595	2.9%
89	554	2.7%
88	530	2.6%
97	529	2.6%
87	477	2.3%
Other values (347)	14027	69.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
22	1	< 0.1%
23.5	1	< 0.1%
24	1	< 0.1%
25	1	< 0.1%
26	2	< 0.1%
27	1	< 0.1%
27.5	1	< 0.1%
28	2	< 0.1%
29	2	< 0.1%
30	1	< 0.1%

Value	Count	Frequency (%)
190	1	< 0.1%
187	1	< 0.1%
181	1	< 0.1%
180	2	< 0.1%
178.5	1	< 0.1%
176	1	< 0.1%
174	1	< 0.1%
172	1	< 0.1%
170	2	< 0.1%
169	1	< 0.1%

MAP
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	399
Distinct (%)	2.0%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	60.455898

Minimum	20
Maximum	125
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	20
5-th percentile	43.67
Q1	54
median	60
Q3	66.67
95-th percentile	79
Maximum	125
Range	105
Interquartile range (IQR)	12.67

Descriptive statistics

Standard deviation	11.0197621
Coefficient of variation (CV)	0.1822777011
Kurtosis	1.542480159
Mean	60.455898
Median Absolute Deviation (MAD)	6
Skewness	0.1463582959
Sum	1229310.23
Variance	121.4351568
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	717	3.5%
59	683	3.4%
61	666	3.3%
57	654	3.2%
58	650	3.2%
62	611	3.0%
63	609	3.0%
56	570	2.8%
64	547	2.7%
55	545	2.7%
Other values (389)	14082	69.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	19	0.1%
20.33	1	< 0.1%
20.5	2	< 0.1%
21	7	< 0.1%
21.33	1	< 0.1%
21.5	1	< 0.1%
22	15	0.1%
22.5	3	< 0.1%
23	12	0.1%
23.5	1	< 0.1%

Value	Count	Frequency (%)
125	1	< 0.1%
119.5	1	< 0.1%
118	1	< 0.1%
117	1	< 0.1%
116	1	< 0.1%
115.5	1	< 0.1%
114.67	1	< 0.1%
114.33	1	< 0.1%
112.67	1	< 0.1%
111.67	1	< 0.1%

DBP
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	172
Distinct (%)	1.3%
Missing	7384
Missing (%)	36.3%
Infinite	0
Infinite (%)	0.0%
Mean	47.79153799

Minimum	20
Maximum	134
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	20
5-th percentile	34
Q1	42
median	47
Q3	53
95-th percentile	65
Maximum	134
Range	114
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	9.714343907
Coefficient of variation (CV)	0.2032649359
Kurtosis	2.265192247
Mean	47.79153799
Median Absolute Deviation (MAD)	6
Skewness	0.7682855006
Sum	618996
Variance	94.36847754
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
44	598	2.9%
48	576	2.8%
46	575	2.8%
45	567	2.8%
47	565	2.8%
43	538	2.6%
50	531	2.6%
49	521	2.6%
42	488	2.4%
41	452	2.2%
Other values (162)	7541	37.1%
(Missing)	7384	36.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	12	0.1%
20.5	1	< 0.1%
21	5	< 0.1%
21.5	1	< 0.1%
22	10	< 0.1%
22.5	1	< 0.1%
23	19	0.1%
23.25	1	< 0.1%
24	14	0.1%
24.5	3	< 0.1%

Value	Count	Frequency (%)
134	1	< 0.1%
117	1	< 0.1%
108	1	< 0.1%
105	1	< 0.1%
100.5	1	< 0.1%
98	1	< 0.1%
97	1	< 0.1%
96	1	< 0.1%
95	2	< 0.1%
94.5	1	< 0.1%

Resp
Real number (ℝ_≥0)

Distinct	82
Distinct (%)	0.4%
Missing	28
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	12.03610597

Minimum	1
Maximum	33
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	1
5-th percentile	7
Q1	10
median	12
Q3	14
95-th percentile	18
Maximum	33
Range	32
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.440104721
Coefficient of variation (CV)	0.2858154232
Kurtosis	1.296419962
Mean	12.03610597
Median Absolute Deviation (MAD)	2
Skewness	0.4076623679
Sum	244429.24
Variance	11.83432049
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	2942	14.5%
10	2611	12.8%
14	2085	10.3%
11	2029	10.0%
13	1785	8.8%
9	1375	6.8%
15	1144	5.6%
8	1076	5.3%
16	1024	5.0%
7	595	2.9%
Other values (72)	3642	17.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	19	0.1%
2	51	0.3%
2.5	1	< 0.1%
3	100	0.5%
3.5	3	< 0.1%
3.84	1	< 0.1%
4	124	0.6%
4.5	2	< 0.1%
5	177	0.9%
5.25	1	< 0.1%

Value	Count	Frequency (%)
33	1	< 0.1%
32	1	< 0.1%
30	2	< 0.1%
29	2	< 0.1%
28.5	1	< 0.1%
28	10	< 0.1%
27	5	< 0.1%
26.5	1	< 0.1%
26	16	0.1%
25.5	1	< 0.1%

EtCO2
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	20336
Missing (%)	100.0%
Memory size	159.0 KiB

BaseExcess
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct	85
Distinct (%)	0.7%
Missing	7684
Missing (%)	37.8%
Infinite	0
Infinite (%)	0.0%
Mean	-2.297344293

Minimum	-32
Maximum	25
Zeros	2278
Zeros (%)	11.2%
Negative	8125
Negative (%)	40.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	-32
5-th percentile	-10
Q1	-4.5
median	-2
Q3	0
95-th percentile	4
Maximum	25
Range	57
Interquartile range (IQR)	4.5

Descriptive statistics

Standard deviation	4.570432573
Coefficient of variation (CV)	-1.989441716
Kurtosis	4.146076782
Mean	-2.297344293
Median Absolute Deviation (MAD)	2
Skewness	-0.6375875951
Sum	-29066
Variance	20.88885391
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2278	11.2%
-2	1337	6.6%
-3	1254	6.2%
-1	1240	6.1%
-4	1009	5.0%
-5	823	4.0%
-6	614	3.0%
1	586	2.9%
2	455	2.2%
-7	422	2.1%
Other values (75)	2634	13.0%
(Missing)	7684	37.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-32	1	< 0.1%
-30	1	< 0.1%
-29	2	< 0.1%
-28	2	< 0.1%
-27	5	< 0.1%
-26.5	1	< 0.1%
-26	4	< 0.1%
-25.5	1	< 0.1%
-25	7	< 0.1%
-24	9	< 0.1%

Value	Count	Frequency (%)
25	1	< 0.1%
23	1	< 0.1%
21	1	< 0.1%
20	1	< 0.1%
19	2	< 0.1%
18	3	< 0.1%
17	5	< 0.1%
16	10	< 0.1%
15	5	< 0.1%
14	8	< 0.1%

HCO3
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	57
Distinct (%)	0.3%
Missing	535
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	23.17581183

Minimum	0
Maximum	53
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	16
Q1	21
median	23
Q3	26
95-th percentile	30
Maximum	53
Range	53
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.273794163
Coefficient of variation (CV)	0.1844075277
Kurtosis	2.619759907
Mean	23.17581183
Median Absolute Deviation (MAD)	2
Skewness	0.04733510069
Sum	458904.25
Variance	18.26531654
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24	2384	11.7%
23	2362	11.6%
22	2120	10.4%
25	1993	9.8%
21	1625	8.0%
26	1589	7.8%
20	1250	6.1%
27	1146	5.6%
19	894	4.4%
28	711	3.5%
Other values (47)	3727	18.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
5	10	< 0.1%
6	17	0.1%
7	9	< 0.1%
8	31	0.2%
9	31	0.2%
10	50	0.2%
10.5	1	< 0.1%
11	63	0.3%
12	83	0.4%

Value	Count	Frequency (%)
53	1	< 0.1%
50	2	< 0.1%
47	2	< 0.1%
46	2	< 0.1%
45	4	< 0.1%
44	4	< 0.1%
43	7	< 0.1%
42	9	< 0.1%
41	8	< 0.1%
40	18	0.1%

FiO2
Real number (ℝ_≥0)

MISSING

Distinct	68
Distinct (%)	0.6%
Missing	8349
Missing (%)	41.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.4424851923

Minimum	0
Maximum	10
Zeros	64
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.3
Q1	0.4
median	0.4
Q3	0.5
95-th percentile	0.7
Maximum	10
Range	10
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	0.162033493
Coefficient of variation (CV)	0.3661896393
Kurtosis	1012.647919
Mean	0.4424851923
Median Absolute Deviation (MAD)	0.05
Skewness	18.14424911
Sum	5304.07
Variance	0.02625485284
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4	5904	29.0%
0.5	3221	15.8%
0.35	904	4.4%
0.3	368	1.8%
1	312	1.5%
0.6	283	1.4%
0.7	178	0.9%
0.45	122	0.6%
0.21	95	0.5%
0	64	0.3%
Other values (58)	536	2.6%
(Missing)	8349	41.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	64	0.3%
0.02	33	0.2%
0.03	22	0.1%
0.04	46	0.2%
0.05	11	0.1%
0.06	2	< 0.1%
0.08	3	< 0.1%
0.1	3	< 0.1%
0.11	2	< 0.1%
0.12	2	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
1	312	1.5%
0.99	3	< 0.1%
0.98	6	< 0.1%
0.96	2	< 0.1%
0.95	39	0.2%
0.94	1	< 0.1%
0.93	1	< 0.1%
0.92	1	< 0.1%
0.91	2	< 0.1%

pH
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	84
Distinct (%)	0.6%
Missing	7155
Missing (%)	35.2%
Infinite	0
Infinite (%)	0.0%
Mean	7.335895607

Minimum	6.62
Maximum	7.73
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	6.62
5-th percentile	7.2
Q1	7.3
median	7.34
Q3	7.39
95-th percentile	7.45
Maximum	7.73
Range	1.11
Interquartile range (IQR)	0.09

Descriptive statistics

Standard deviation	0.08094798361
Coefficient of variation (CV)	0.01103450593
Kurtosis	4.900062879
Mean	7.335895607
Median Absolute Deviation (MAD)	0.05
Skewness	-1.212676517
Sum	96694.44
Variance	0.006552576051
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.36	819	4.0%
7.35	798	3.9%
7.34	797	3.9%
7.32	758	3.7%
7.37	746	3.7%
7.33	744	3.7%
7.31	667	3.3%
7.38	662	3.3%
7.4	597	2.9%
7.39	579	2.8%
Other values (74)	6014	29.6%
(Missing)	7155	35.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6.62	1	< 0.1%
6.63	1	< 0.1%
6.65	1	< 0.1%
6.78	1	< 0.1%
6.79	1	< 0.1%
6.81	1	< 0.1%
6.82	3	< 0.1%
6.85	3	< 0.1%
6.86	5	< 0.1%
6.87	3	< 0.1%

Value	Count	Frequency (%)
7.73	1	< 0.1%
7.66	1	< 0.1%
7.63	1	< 0.1%
7.59	1	< 0.1%
7.57	1	< 0.1%
7.56	2	< 0.1%
7.55	8	< 0.1%
7.54	6	< 0.1%
7.53	13	0.1%
7.52	22	0.1%

PaCO2
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	117
Distinct (%)	0.9%
Missing	7759
Missing (%)	38.2%
Infinite	0
Infinite (%)	0.0%
Mean	36.58972728

Minimum	10
Maximum	95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	10
5-th percentile	26
Q1	32
median	36
Q3	40
95-th percentile	49
Maximum	95
Range	85
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	7.834064984
Coefficient of variation (CV)	0.2141055855
Kurtosis	5.448878524
Mean	36.58972728
Median Absolute Deviation (MAD)	4
Skewness	1.335619828
Sum	460189
Variance	61.37257417
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36	817	4.0%
35	785	3.9%
34	781	3.8%
37	759	3.7%
38	750	3.7%
33	711	3.5%
32	703	3.5%
39	605	3.0%
31	592	2.9%
40	589	2.9%
Other values (107)	5485	27.0%
(Missing)	7759	38.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	1	< 0.1%
11	3	< 0.1%
12	2	< 0.1%
13	2	< 0.1%
14	4	< 0.1%
15	6	< 0.1%
16	10	< 0.1%
16.5	1	< 0.1%
17	14	0.1%
18	15	0.1%

Value	Count	Frequency (%)
95	1	< 0.1%
94	2	< 0.1%
93	1	< 0.1%
89.5	1	< 0.1%
89	1	< 0.1%
88	1	< 0.1%
87	2	< 0.1%
86	3	< 0.1%
85	2	< 0.1%
84	2	< 0.1%

SaO2
Real number (ℝ_≥0)

MISSING

Distinct	116
Distinct (%)	1.5%
Missing	12373
Missing (%)	60.8%
Infinite	0
Infinite (%)	0.0%
Mean	84.27638453

Minimum	24
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	24
5-th percentile	54
Q1	71
median	94
Q3	97
95-th percentile	98
Maximum	100
Range	76
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	16.0983399
Coefficient of variation (CV)	0.1910183973
Kurtosis	-0.4464067556
Mean	84.27638453
Median Absolute Deviation (MAD)	4
Skewness	-0.9075627908
Sum	671092.85
Variance	259.1565476
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
98	1307	6.4%
97	1045	5.1%
96	689	3.4%
95	404	2.0%
94	319	1.6%
99	309	1.5%
93	195	1.0%
92	140	0.7%
63	128	0.6%
67	120	0.6%
Other values (106)	3307	16.3%
(Missing)	12373	60.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
24	1	< 0.1%
26	1	< 0.1%
27	2	< 0.1%
28	1	< 0.1%
29	3	< 0.1%
30	4	< 0.1%
31	1	< 0.1%
32	2	< 0.1%
33	1	< 0.1%
33.5	1	< 0.1%

Value	Count	Frequency (%)
100	18	0.1%
99	309	1.5%
98.5	2	< 0.1%
98	1307	6.4%
97.5	9	< 0.1%
97	1045	5.1%
96.5	8	< 0.1%
96	689	3.4%
95.5	6	< 0.1%
95.4	1	< 0.1%

AST
Real number (ℝ_≥0)

MISSING

Distinct	653
Distinct (%)	11.1%
Missing	14443
Missing (%)	71.0%
Infinite	0
Infinite (%)	0.0%
Mean	134.0123027

Minimum	3
Maximum	9210
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	3
5-th percentile	13
Q1	22
median	39
Q3	86
95-th percentile	458.8
Maximum	9210
Range	9207
Interquartile range (IQR)	64

Descriptive statistics

Standard deviation	434.3887697
Coefficient of variation (CV)	3.241409638
Kurtosis	136.1199603
Mean	134.0123027
Median Absolute Deviation (MAD)	21
Skewness	10.11325823
Sum	789734.5
Variance	188693.6033
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17	162	0.8%
18	151	0.7%
19	142	0.7%
24	139	0.7%
16	133	0.7%
23	127	0.6%
15	126	0.6%
21	123	0.6%
20	122	0.6%
22	122	0.6%
Other values (643)	4546	22.4%
(Missing)	14443	71.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	2	< 0.1%
4	1	< 0.1%
5	2	< 0.1%
5.5	1	< 0.1%
6	6	< 0.1%
7	6	< 0.1%
8	18	0.1%
9	20	0.1%
10	42	0.2%
11	55	0.3%

Value	Count	Frequency (%)
9210	1	< 0.1%
8591	1	< 0.1%
7174	1	< 0.1%
6884	1	< 0.1%
6713	1	< 0.1%
6000	1	< 0.1%
5897	1	< 0.1%
5435	1	< 0.1%
5359	1	< 0.1%
5331	1	< 0.1%

BUN
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	154
Distinct (%)	0.8%
Missing	427
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	20.25654227

Minimum	1
Maximum	184
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	11
median	15
Q3	23
95-th percentile	54
Maximum	184
Range	183
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	16.83914067
Coefficient of variation (CV)	0.8312939322
Kurtosis	10.91226427
Mean	20.25654227
Median Absolute Deviation (MAD)	6
Skewness	2.789987005
Sum	403287.5
Variance	283.5566586
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11	1143	5.6%
12	1115	5.5%
13	1106	5.4%
14	1080	5.3%
10	1076	5.3%
9	992	4.9%
15	965	4.7%
8	829	4.1%
16	821	4.0%
17	794	3.9%
Other values (144)	9988	49.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	10	< 0.1%
2	48	0.2%
2.5	1	< 0.1%
3	142	0.7%
4	213	1.0%
5	385	1.9%
6	541	2.7%
7	734	3.6%
8	829	4.1%
9	992	4.9%

Value	Count	Frequency (%)
184	1	< 0.1%
170	1	< 0.1%
169	1	< 0.1%
165	1	< 0.1%
162	1	< 0.1%
160	1	< 0.1%
159	1	< 0.1%
155	1	< 0.1%
149	1	< 0.1%
148	1	< 0.1%

Alkalinephos
Real number (ℝ_≥0)

MISSING

Distinct	455
Distinct (%)	8.0%
Missing	14633
Missing (%)	72.0%
Infinite	0
Infinite (%)	0.0%
Mean	104.7543398

Minimum	7
Maximum	3619
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	7
5-th percentile	36
Q1	55
median	75
Q3	110
95-th percentile	258.9
Maximum	3619
Range	3612
Interquartile range (IQR)	55

Descriptive statistics

Standard deviation	123.7548782
Coefficient of variation (CV)	1.181381873
Kurtosis	184.422028
Mean	104.7543398
Median Absolute Deviation (MAD)	24
Skewness	9.984337255
Sum	597414
Variance	15315.26988
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
58	81	0.4%
49	79	0.4%
55	78	0.4%
52	77	0.4%
59	76	0.4%
72	76	0.4%
60	76	0.4%
50	75	0.4%
56	75	0.4%
68	75	0.4%
Other values (445)	4935	24.3%
(Missing)	14633	72.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	1	< 0.1%
11	1	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
14	2	< 0.1%
15	2	< 0.1%
16	1	< 0.1%
17	2	< 0.1%
18	4	< 0.1%
19	2	< 0.1%

Value	Count	Frequency (%)
3619	1	< 0.1%
2528	1	< 0.1%
2101	1	< 0.1%
1919	1	< 0.1%
1776	1	< 0.1%
1669	1	< 0.1%
1437	1	< 0.1%
1436	1	< 0.1%
1165	1	< 0.1%
1155	1	< 0.1%

Calcium
Real number (ℝ_≥0)

MISSING

Distinct	92
Distinct (%)	0.6%
Missing	3789
Missing (%)	18.6%
Infinite	0
Infinite (%)	0.0%
Mean	8.144180214

Minimum	1.6
Maximum	15.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	1.6
5-th percentile	6.9
Q1	7.7
median	8.2
Q3	8.6
95-th percentile	9.3
Maximum	15.7
Range	14.1
Interquartile range (IQR)	0.9

Descriptive statistics

Standard deviation	0.7700559677
Coefficient of variation (CV)	0.09455291354
Kurtosis	3.578194828
Mean	8.144180214
Median Absolute Deviation (MAD)	0.5
Skewness	-0.1429625023
Sum	134761.75
Variance	0.5929861933
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.3	1005	4.9%
8.2	971	4.8%
8.1	968	4.8%
8.4	952	4.7%
8.5	908	4.5%
8	885	4.4%
7.9	854	4.2%
8.6	852	4.2%
7.8	779	3.8%
7.7	763	3.8%
Other values (82)	7610	37.4%
(Missing)	3789	18.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.6	1	< 0.1%
2.8	2	< 0.1%
3.5	1	< 0.1%
3.6	1	< 0.1%
3.7	1	< 0.1%
3.9	1	< 0.1%
4.2	1	< 0.1%
4.3	2	< 0.1%
4.5	2	< 0.1%
4.6	1	< 0.1%

Value	Count	Frequency (%)
15.7	1	< 0.1%
15.4	1	< 0.1%
13.6	1	< 0.1%
13.1	1	< 0.1%
12.9	1	< 0.1%
12.7	1	< 0.1%
12.4	2	< 0.1%
12.2	1	< 0.1%
11.7	1	< 0.1%
11.6	1	< 0.1%

Chloride
Real number (ℝ_≥0)

MISSING

Distinct	71
Distinct (%)	0.4%
Missing	542
Missing (%)	2.7%
Infinite	0
Infinite (%)	0.0%
Mean	103.8362888

Minimum	26
Maximum	137
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	26
5-th percentile	95
Q1	101
median	104
Q3	107
95-th percentile	112
Maximum	137
Range	111
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	5.324223637
Coefficient of variation (CV)	0.05127517268
Kurtosis	5.398835036
Mean	103.8362888
Median Absolute Deviation (MAD)	3
Skewness	-0.6879826935
Sum	2055335.5
Variance	28.34735734
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
105	1748	8.6%
104	1687	8.3%
106	1644	8.1%
103	1619	8.0%
107	1480	7.3%
102	1413	6.9%
101	1212	6.0%
108	1178	5.8%
100	1043	5.1%
109	997	4.9%
Other values (61)	5773	28.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
26	1	< 0.1%
38	1	< 0.1%
63	1	< 0.1%
66	1	< 0.1%
70	1	< 0.1%
73	2	< 0.1%
74	1	< 0.1%
75	3	< 0.1%
76	3	< 0.1%
78	3	< 0.1%

Value	Count	Frequency (%)
137	1	< 0.1%
133	1	< 0.1%
132	1	< 0.1%
131	1	< 0.1%
130	2	< 0.1%
129	1	< 0.1%
128	2	< 0.1%
127	2	< 0.1%
125	2	< 0.1%
124	6	< 0.1%

Creatinine
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	133
Distinct (%)	0.7%
Missing	461
Missing (%)	2.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.184792453

Minimum	0.1
Maximum	25.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.4
Q1	0.6
median	0.8
Q3	1.1
95-th percentile	3.5
Maximum	25.1
Range	25
Interquartile range (IQR)	0.5

Descriptive statistics

Standard deviation	1.28246168
Coefficient of variation (CV)	1.082435727
Kurtosis	31.24324077
Mean	1.184792453
Median Absolute Deviation (MAD)	0.2
Skewness	4.637918015
Sum	23547.75
Variance	1.644707961
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7	2837	14.0%
0.8	2572	12.6%
0.6	2410	11.9%
0.9	1898	9.3%
0.5	1735	8.5%
1	1401	6.9%
1.1	959	4.7%
0.4	838	4.1%
1.2	745	3.7%
1.3	546	2.7%
Other values (123)	3934	19.3%
(Missing)	461	2.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	18	0.1%
0.2	68	0.3%
0.3	255	1.3%
0.4	838	4.1%
0.5	1735	8.5%
0.6	2410	11.9%
0.7	2837	14.0%
0.75	2	< 0.1%
0.8	2572	12.6%
0.9	1898	9.3%

Value	Count	Frequency (%)
25.1	1	< 0.1%
17.6	1	< 0.1%
17.3	1	< 0.1%
16.5	1	< 0.1%
15.7	1	< 0.1%
15.6	1	< 0.1%
14.7	1	< 0.1%
14.2	1	< 0.1%
13.8	2	< 0.1%
13.7	1	< 0.1%

Bilirubin_direct
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	97
Distinct (%)	16.6%
Missing	19750
Missing (%)	97.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.391296928

Minimum	0.1
Maximum	37.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.1
Q1	0.4
median	0.9
Q3	2.6
95-th percentile	9.425
Maximum	37.5
Range	37.4
Interquartile range (IQR)	2.2

Descriptive statistics

Standard deviation	4.170667948
Coefficient of variation (CV)	1.744102917
Kurtosis	22.4578301
Mean	2.391296928
Median Absolute Deviation (MAD)	0.7
Skewness	4.136988138
Sum	1401.3
Variance	17.39447114
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2	59	0.3%
0.1	44	0.2%
0.4	43	0.2%
0.3	40	0.2%
0.5	30	0.1%
0.6	28	0.1%
0.7	23	0.1%
0.8	21	0.1%
1.1	18	0.1%
1	14	0.1%
Other values (87)	266	1.3%
(Missing)	19750	97.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	44	0.2%
0.2	59	0.3%
0.3	40	0.2%
0.4	43	0.2%
0.5	30	0.1%
0.6	28	0.1%
0.7	23	0.1%
0.8	21	0.1%
0.9	14	0.1%
1	14	0.1%

Value	Count	Frequency (%)
37.5	1	< 0.1%
35	1	< 0.1%
30	1	< 0.1%
22.8	1	< 0.1%
22.2	1	< 0.1%
21.2	1	< 0.1%
21	1	< 0.1%
19.8	1	< 0.1%
19.2	1	< 0.1%
18	1	< 0.1%

Glucose
Real number (ℝ_≥0)

MISSING

Distinct	419
Distinct (%)	2.1%
Missing	407
Missing (%)	2.0%
Infinite	0
Infinite (%)	0.0%
Mean	107.2559878

Minimum	10
Maximum	666
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	10
5-th percentile	64
Q1	87
median	102
Q3	121
95-th percentile	165
Maximum	666
Range	656
Interquartile range (IQR)	34

Descriptive statistics

Standard deviation	35.1406194
Coefficient of variation (CV)	0.3276331712
Kurtosis	17.1122498
Mean	107.2559878
Median Absolute Deviation (MAD)	17
Skewness	2.461324942
Sum	2137504.58
Variance	1234.863132
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	370	1.8%
97	344	1.7%
98	343	1.7%
95	334	1.6%
88	334	1.6%
103	328	1.6%
106	323	1.6%
90	318	1.6%
102	318	1.6%
96	318	1.6%
Other values (409)	16599	81.6%
(Missing)	407	2.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	1	< 0.1%
11	1	< 0.1%
14	1	< 0.1%
17	1	< 0.1%
18	1	< 0.1%
19	2	< 0.1%
21	2	< 0.1%
22	1	< 0.1%
24	2	< 0.1%
25	3	< 0.1%

Value	Count	Frequency (%)
666	1	< 0.1%
651	1	< 0.1%
563	1	< 0.1%
501	1	< 0.1%
472	1	< 0.1%
434	2	< 0.1%
420	1	< 0.1%
418	1	< 0.1%
415	2	< 0.1%
407	1	< 0.1%

Lactate
Real number (ℝ_≥0)

MISSING

Distinct	171
Distinct (%)	2.2%
Missing	12603
Missing (%)	62.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.679900427

Minimum	0.2
Maximum	26.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0.2
5-th percentile	0.7
Q1	1
median	1.3
Q3	1.9
95-th percentile	3.57
Maximum	26.9
Range	26.7
Interquartile range (IQR)	0.9

Descriptive statistics

Standard deviation	1.385789896
Coefficient of variation (CV)	0.8249238309
Kurtosis	55.27437723
Mean	1.679900427
Median Absolute Deviation (MAD)	0.4
Skewness	5.854482183
Sum	12990.67
Variance	1.920413635
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	620	3.0%
0.9	588	2.9%
1.2	573	2.8%
1.1	545	2.7%
1.3	508	2.5%
0.8	482	2.4%
1.4	471	2.3%
1.6	393	1.9%
1.5	380	1.9%
1.7	302	1.5%
Other values (161)	2871	14.1%
(Missing)	12603	62.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	1	< 0.1%
0.3	5	< 0.1%
0.37	1	< 0.1%
0.4	18	0.1%
0.5	50	0.2%
0.55	1	< 0.1%
0.6	166	0.8%
0.7	299	1.5%
0.73	1	< 0.1%
0.75	1	< 0.1%

Value	Count	Frequency (%)
26.9	1	< 0.1%
22.4	1	< 0.1%
17.8	1	< 0.1%
17.5	1	< 0.1%
17.4	1	< 0.1%
16.75	1	< 0.1%
16.7	1	< 0.1%
16.4	2	< 0.1%
15.4	2	< 0.1%
15.3	1	< 0.1%

Magnesium
Real number (ℝ_≥0)

MISSING

Distinct	47
Distinct (%)	0.2%
Missing	1388
Missing (%)	6.8%
Infinite	0
Infinite (%)	0.0%
Mean	1.864042643

Minimum	0.2
Maximum	8.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0.2
5-th percentile	1.4
Q1	1.7
median	1.8
Q3	2
95-th percentile	2.4
Maximum	8.2
Range	8
Interquartile range (IQR)	0.3

Descriptive statistics

Standard deviation	0.3432759491
Coefficient of variation (CV)	0.1841567039
Kurtosis	12.96717616
Mean	1.864042643
Median Absolute Deviation (MAD)	0.2
Skewness	1.286745587
Sum	35319.88
Variance	0.1178383772
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
1.8	2691	13.2%
1.9	2565	12.6%
1.7	2362	11.6%
2	2041	10.0%
1.6	1757	8.6%
2.1	1539	7.6%
1.5	1189	5.8%
2.2	1075	5.3%
1.4	728	3.6%
2.3	718	3.5%
Other values (37)	2283	11.2%
(Missing)	1388	6.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	1	< 0.1%
0.7	5	< 0.1%
0.8	7	< 0.1%
0.9	25	0.1%
1	78	0.4%
1.1	129	0.6%
1.14	1	< 0.1%
1.2	249	1.2%
1.3	430	2.1%
1.4	728	3.6%

Value	Count	Frequency (%)
8.2	1	< 0.1%
6.5	2	< 0.1%
6.2	1	< 0.1%
4.6	1	< 0.1%
4.5	1	< 0.1%
4.2	1	< 0.1%
4.1	2	< 0.1%
4	3	< 0.1%
3.8	1	< 0.1%
3.7	5	< 0.1%

Phosphate
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	114
Distinct (%)	0.7%
Missing	3650
Missing (%)	17.9%
Infinite	0
Infinite (%)	0.0%
Mean	3.207590195

Minimum	0.2
Maximum	13.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0.2
5-th percentile	1.6
Q1	2.4
median	3.1
Q3	3.8
95-th percentile	5.3
Maximum	13.5
Range	13.3
Interquartile range (IQR)	1.4

Descriptive statistics

Standard deviation	1.19385278
Coefficient of variation (CV)	0.3721961681
Kurtosis	4.851664704
Mean	3.207590195
Median Absolute Deviation (MAD)	0.7
Skewness	1.38697156
Sum	53521.85
Variance	1.425284459
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.9	714	3.5%
3.1	712	3.5%
2.7	708	3.5%
3.2	688	3.4%
2.8	678	3.3%
2.6	655	3.2%
3.3	623	3.1%
3	619	3.0%
2.5	605	3.0%
3.4	579	2.8%
Other values (104)	10105	49.7%
(Missing)	3650	17.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	1	< 0.1%
0.3	5	< 0.1%
0.4	3	< 0.1%
0.5	11	0.1%
0.6	13	0.1%
0.7	24	0.1%
0.8	27	0.1%
0.9	23	0.1%
1	51	0.3%
1.1	75	0.4%

Value	Count	Frequency (%)
13.5	1	< 0.1%
12.9	1	< 0.1%
12.4	1	< 0.1%
12.3	1	< 0.1%
12.2	2	< 0.1%
12.1	1	< 0.1%
11.2	1	< 0.1%
11.1	1	< 0.1%
11	3	< 0.1%
10.5	3	< 0.1%

Potassium
Real number (ℝ_≥0)

MISSING

Distinct	71
Distinct (%)	0.4%
Missing	433
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	3.815108275

Minimum	1
Maximum	9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	3.5
median	3.8
Q3	4.1
95-th percentile	4.7
Maximum	9
Range	8
Interquartile range (IQR)	0.6

Descriptive statistics

Standard deviation	0.516029457
Coefficient of variation (CV)	0.1352594526
Kurtosis	1.755362517
Mean	3.815108275
Median Absolute Deviation (MAD)	0.3
Skewness	0.4984364654
Sum	75932.1
Variance	0.2662864004
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.8	1780	8.8%
3.7	1743	8.6%
3.6	1665	8.2%
3.9	1581	7.8%
3.5	1427	7.0%
4	1376	6.8%
3.4	1258	6.2%
4.1	1204	5.9%
4.2	1019	5.0%
3.3	966	4.8%
Other values (61)	5884	28.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
1.5	1	< 0.1%
1.6	1	< 0.1%
1.8	2	< 0.1%
1.9	5	< 0.1%
2	4	< 0.1%
2.1	10	< 0.1%
2.2	6	< 0.1%
2.3	14	0.1%
2.4	26	0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
7.1	1	< 0.1%
6.9	1	< 0.1%
6.7	1	< 0.1%
6.5	3	< 0.1%
6.4	2	< 0.1%
6.3	2	< 0.1%
6.2	6	< 0.1%
6.1	2	< 0.1%
6	6	< 0.1%

Bilirubin_total
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	206
Distinct (%)	3.6%
Missing	14566
Missing (%)	71.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.586646447

Minimum	0.1
Maximum	45.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.2
Q1	0.4
median	0.7
Q3	1.2
95-th percentile	5.6
Maximum	45.9
Range	45.8
Interquartile range (IQR)	0.8

Descriptive statistics

Standard deviation	3.545279592
Coefficient of variation (CV)	2.234448385
Kurtosis	51.58048869
Mean	1.586646447
Median Absolute Deviation (MAD)	0.3
Skewness	6.412716124
Sum	9154.95
Variance	12.56900739
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3	631	3.1%
0.4	618	3.0%
0.5	596	2.9%
0.6	488	2.4%
0.7	417	2.1%
0.2	394	1.9%
0.8	315	1.5%
0.9	273	1.3%
1	199	1.0%
1.1	172	0.8%
Other values (196)	1667	8.2%
(Missing)	14566	71.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	88	0.4%
0.2	394	1.9%
0.3	631	3.1%
0.4	618	3.0%
0.45	1	< 0.1%
0.5	596	2.9%
0.6	488	2.4%
0.7	417	2.1%
0.8	315	1.5%
0.9	273	1.3%

Value	Count	Frequency (%)
45.9	1	< 0.1%
44.9	1	< 0.1%
44.1	1	< 0.1%
43.5	1	< 0.1%
43.2	1	< 0.1%
40.6	1	< 0.1%
40.1	2	< 0.1%
38.7	1	< 0.1%
36.3	1	< 0.1%
34.7	1	< 0.1%

TroponinI
Real number (ℝ_≥0)

MISSING

Distinct	182
Distinct (%)	37.2%
Missing	19847
Missing (%)	97.6%
Infinite	0
Infinite (%)	0.0%
Mean	7.40204499

Minimum	0.3
Maximum	48
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0.3
5-th percentile	0.3
Q1	0.7
median	2.4
Q3	9.9
95-th percentile	32.12
Maximum	48
Range	47.7
Interquartile range (IQR)	9.2

Descriptive statistics

Standard deviation	10.40468427
Coefficient of variation (CV)	1.405649964
Kurtosis	3.102736102
Mean	7.40204499
Median Absolute Deviation (MAD)	2
Skewness	1.917343008
Sum	3619.6
Variance	108.2574548
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3	44	0.2%
0.4	30	0.1%
0.5	25	0.1%
0.8	23	0.1%
0.6	21	0.1%
0.7	18	0.1%
1	15	0.1%
0.9	11	0.1%
1.2	7	< 0.1%
10.7	7	< 0.1%
Other values (172)	288	1.4%
(Missing)	19847	97.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.3	44	0.2%
0.4	30	0.1%
0.5	25	0.1%
0.6	21	0.1%
0.7	18	0.1%
0.8	23	0.1%
0.9	11	0.1%
1	15	0.1%
1.1	6	< 0.1%
1.2	7	< 0.1%

Value	Count	Frequency (%)
48	1	< 0.1%
46.5	1	< 0.1%
45	2	< 0.1%
44.8	1	< 0.1%
44.2	1	< 0.1%
43.5	1	< 0.1%
42.9	1	< 0.1%
41.5	1	< 0.1%
41	1	< 0.1%
39.9	1	< 0.1%

Hct
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	485
Distinct (%)	2.4%
Missing	364
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%
Mean	29.55105848

Minimum	5.5
Maximum	66.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	5.5
5-th percentile	21.8
Q1	25.7
median	29
Q3	33
95-th percentile	39.1
Maximum	66.2
Range	60.7
Interquartile range (IQR)	7.3

Descriptive statistics

Standard deviation	5.415361492
Coefficient of variation (CV)	0.1832544
Kurtosis	0.4366050879
Mean	29.55105848
Median Absolute Deviation (MAD)	3.6
Skewness	0.4137097912
Sum	590193.74
Variance	29.32614009
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26	285	1.4%
28	228	1.1%
27	226	1.1%
25	219	1.1%
29	199	1.0%
30	199	1.0%
24	191	0.9%
23	190	0.9%
26.5	161	0.8%
27.8	161	0.8%
Other values (475)	17913	88.1%
(Missing)	364	1.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.5	1	< 0.1%
7	1	< 0.1%
8.8	1	< 0.1%
9.4	1	< 0.1%
9.7	1	< 0.1%
10.3	1	< 0.1%
11	1	< 0.1%
11.5	1	< 0.1%
12.1	1	< 0.1%
12.2	1	< 0.1%

Value	Count	Frequency (%)
66.2	1	< 0.1%
61.7	1	< 0.1%
60.3	2	< 0.1%
56.1	1	< 0.1%
55.3	1	< 0.1%
54.8	1	< 0.1%
54.1	1	< 0.1%
54	1	< 0.1%
53.8	2	< 0.1%
53	1	< 0.1%

Hgb
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	205
Distinct (%)	1.0%
Missing	507
Missing (%)	2.5%
Infinite	0
Infinite (%)	0.0%
Mean	10.16811286

Minimum	2.2
Maximum	20.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	2.2
5-th percentile	7.5
Q1	8.9
median	10
Q3	11.3
95-th percentile	13.5
Maximum	20.3
Range	18.1
Interquartile range (IQR)	2.4

Descriptive statistics

Standard deviation	1.844816211
Coefficient of variation (CV)	0.1814315238
Kurtosis	0.2644858416
Mean	10.16811286
Median Absolute Deviation (MAD)	1.2
Skewness	0.3964761228
Sum	201623.51
Variance	3.403346852
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.8	481	2.4%
9.4	469	2.3%
9.7	464	2.3%
9.2	460	2.3%
9.5	450	2.2%
10	440	2.2%
9.6	426	2.1%
9	422	2.1%
9.3	421	2.1%
9.9	421	2.1%
Other values (195)	15375	75.6%
(Missing)	507	2.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.2	1	< 0.1%
3.1	1	< 0.1%
3.2	2	< 0.1%
4	1	< 0.1%
4.05	1	< 0.1%
4.1	2	< 0.1%
4.2	2	< 0.1%
4.3	3	< 0.1%
4.4	1	< 0.1%
4.5	2	< 0.1%

Value	Count	Frequency (%)
20.3	1	< 0.1%
19.3	2	< 0.1%
19.1	1	< 0.1%
18.6	1	< 0.1%
18.4	1	< 0.1%
18	2	< 0.1%
17.4	1	< 0.1%
17.1	3	< 0.1%
17	1	< 0.1%
16.9	2	< 0.1%

PTT
Real number (ℝ_≥0)

MISSING

Distinct	688
Distinct (%)	4.3%
Missing	4496
Missing (%)	22.1%
Infinite	0
Infinite (%)	0.0%
Mean	31.89517109

Minimum	12.5
Maximum	150
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	12.5
5-th percentile	22.3
Q1	25.9
median	29.1
Q3	33.9
95-th percentile	50.7
Maximum	150
Range	137.5
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	11.61275924
Coefficient of variation (CV)	0.3640914548
Kurtosis	32.60193918
Mean	31.89517109
Median Absolute Deviation (MAD)	3.7
Skewness	4.498845459
Sum	505219.51
Variance	134.8561772
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27.7	155	0.8%
27.6	145	0.7%
28.1	140	0.7%
27	136	0.7%
28.5	135	0.7%
26.7	133	0.7%
28.6	133	0.7%
26.2	133	0.7%
28.7	132	0.6%
26.6	131	0.6%
Other values (678)	14467	71.1%
(Missing)	4496	22.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12.5	1	< 0.1%
16.6	1	< 0.1%
17.1	3	< 0.1%
17.2	1	< 0.1%
17.3	1	< 0.1%
17.4	1	< 0.1%
17.5	1	< 0.1%
17.9	2	< 0.1%
18.1	3	< 0.1%
18.2	3	< 0.1%

Value	Count	Frequency (%)
150	34	0.2%
145.9	1	< 0.1%
143.7	1	< 0.1%
142.1	1	< 0.1%
139	1	< 0.1%
137.8	1	< 0.1%
135.3	1	< 0.1%
131	1	< 0.1%
127.9	1	< 0.1%
127.2	1	< 0.1%

WBC
Real number (ℝ_≥0)

MISSING

Distinct	429
Distinct (%)	2.2%
Missing	625
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	10.40438385

Minimum	0.1
Maximum	201.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0.1
5-th percentile	4.3
Q1	7.2
median	9.6
Q3	12.5
95-th percentile	18.5
Maximum	201.6
Range	201.5
Interquartile range (IQR)	5.3

Descriptive statistics

Standard deviation	5.88137598
Coefficient of variation (CV)	0.5652786428
Kurtosis	174.8237677
Mean	10.40438385
Median Absolute Deviation (MAD)	2.6
Skewness	8.145523781
Sum	205080.81
Variance	34.59058341
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.5	229	1.1%
9.4	225	1.1%
8	219	1.1%
9.3	217	1.1%
7.2	216	1.1%
8.9	215	1.1%
7.7	214	1.1%
8.8	213	1.0%
8.4	213	1.0%
7.4	213	1.0%
Other values (419)	17537	86.2%
(Missing)	625	3.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	14	0.1%
0.2	10	< 0.1%
0.3	6	< 0.1%
0.4	6	< 0.1%
0.5	2	< 0.1%
0.6	4	< 0.1%
0.7	4	< 0.1%
0.8	1	< 0.1%
0.9	5	< 0.1%
1	8	< 0.1%

Value	Count	Frequency (%)
201.6	1	< 0.1%
180.4	1	< 0.1%
168.6	1	< 0.1%
128.3	1	< 0.1%
126.2	1	< 0.1%
124.4	1	< 0.1%
120.5	1	< 0.1%
119.9	1	< 0.1%
116.5	1	< 0.1%
97.1	1	< 0.1%

Fibrinogen
Real number (ℝ_≥0)

MISSING

Distinct	644
Distinct (%)	25.1%
Missing	17769
Missing (%)	87.4%
Infinite	0
Infinite (%)	0.0%
Mean	292.9410206

Minimum	34
Maximum	1383
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	34
5-th percentile	105.3
Q1	176
median	242
Q3	367
95-th percentile	648
Maximum	1383
Range	1349
Interquartile range (IQR)	191

Descriptive statistics

Standard deviation	169.5769129
Coefficient of variation (CV)	0.5788773199
Kurtosis	2.436807156
Mean	292.9410206
Median Absolute Deviation (MAD)	85
Skewness	1.427978388
Sum	751979.6
Variance	28756.3294
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
217	19	0.1%
214	18	0.1%
151	17	0.1%
185	17	0.1%
202	15	0.1%
183	15	0.1%
210	14	0.1%
203	14	0.1%
242	14	0.1%
180	14	0.1%
Other values (634)	2410	11.9%
(Missing)	17769	87.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
34	1	< 0.1%
35	1	< 0.1%
50	1	< 0.1%
52	1	< 0.1%
52.5	1	< 0.1%
56	1	< 0.1%
58	1	< 0.1%
59	5	< 0.1%
60	1	< 0.1%
61	1	< 0.1%

Value	Count	Frequency (%)
1383	1	< 0.1%
1246	1	< 0.1%
1161	1	< 0.1%
1030	1	< 0.1%
976	1	< 0.1%
960	1	< 0.1%
956	1	< 0.1%
946	1	< 0.1%
910	1	< 0.1%
904	1	< 0.1%

Platelets
Real number (ℝ_≥0)

MISSING

Distinct	704
Distinct (%)	3.6%
Missing	585
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%
Mean	195.8909675

Minimum	5
Maximum	1592
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	5
5-th percentile	68
Q1	129
median	178
Q3	241
95-th percentile	379
Maximum	1592
Range	1587
Interquartile range (IQR)	112

Descriptive statistics

Standard deviation	103.0525545
Coefficient of variation (CV)	0.5260709862
Kurtosis	9.396094818
Mean	195.8909675
Median Absolute Deviation (MAD)	55
Skewness	1.94562446
Sum	3869042.5
Variance	10619.82898
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
160	133	0.7%
195	122	0.6%
172	119	0.6%
179	119	0.6%
158	112	0.6%
170	112	0.6%
156	110	0.5%
125	110	0.5%
188	109	0.5%
157	109	0.5%
Other values (694)	18596	91.4%
(Missing)	585	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	5	< 0.1%
6	2	< 0.1%
7	5	< 0.1%
8	1	< 0.1%
9	3	< 0.1%
10	3	< 0.1%
11	3	< 0.1%
12	7	< 0.1%
13	5	< 0.1%
14	4	< 0.1%

Value	Count	Frequency (%)
1592	1	< 0.1%
1421	1	< 0.1%
1343	1	< 0.1%
1262	1	< 0.1%
1142	1	< 0.1%
1024	1	< 0.1%
1007	1	< 0.1%
992	1	< 0.1%
984	1	< 0.1%
961	1	< 0.1%

Age
Real number (ℝ_≥0)

Distinct	5971
Distinct (%)	29.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	62.6216129

Minimum	18.11
Maximum	89
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	18.11
5-th percentile	30.8475
Q1	52.29
median	64.67
Q3	75.66
95-th percentile	84.95
Maximum	89
Range	70.89
Interquartile range (IQR)	23.37

Descriptive statistics

Standard deviation	16.23615352
Coefficient of variation (CV)	0.2592739594
Kurtosis	-0.2520549698
Mean	62.6216129
Median Absolute Deviation (MAD)	11.61
Skewness	-0.5902903968
Sum	1273473.12
Variance	263.6126812
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
65.82	13	0.1%
69.68	12	0.1%
61.08	12	0.1%
68.17	12	0.1%
65.47	12	0.1%
71.37	12	0.1%
68.37	11	0.1%
69.58	11	0.1%
78.42	11	0.1%
60.88	11	0.1%
Other values (5961)	20219	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18.11	3	< 0.1%
18.13	1	< 0.1%
18.14	2	< 0.1%
18.15	1	< 0.1%
18.18	1	< 0.1%
18.24	1	< 0.1%
18.32	1	< 0.1%
18.34	1	< 0.1%
18.35	2	< 0.1%
18.36	1	< 0.1%

Value	Count	Frequency (%)
89	1	< 0.1%
88.99	1	< 0.1%
88.98	2	< 0.1%
88.97	4	< 0.1%
88.96	1	< 0.1%
88.95	4	< 0.1%
88.94	2	< 0.1%
88.93	1	< 0.1%
88.92	5	< 0.1%
88.9	4	< 0.1%

Gender
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	159.0 KiB

1	11834
0	8502

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	20336
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
1	11834	58.2%
0	8502	41.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1	11834	58.2%
0	8502	41.8%

Most occurring characters

Value	Count	Frequency (%)
1	11834	58.2%
0	8502	41.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20336	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	11834	58.2%
0	8502	41.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	20336	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	11834	58.2%
0	8502	41.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20336	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	11834	58.2%
0	8502	41.8%

Unit1
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	9522
Missing (%)	46.8%
Memory size	159.0 KiB

0.0	5470
1.0	5344

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	32442
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	1.0
3rd row	0.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	5470	26.9%
1.0	5344	26.3%
(Missing)	9522	46.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	5470	50.6%
1.0	5344	49.4%

Most occurring characters

Value	Count	Frequency (%)
0	16284	50.2%
.	10814	33.3%
1	5344	16.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21628	66.7%
Other Punctuation	10814	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	16284	75.3%
1	5344	24.7%

Other Punctuation

Value	Count	Frequency (%)
.	10814	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	32442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	16284	50.2%
.	10814	33.3%
1	5344	16.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	16284	50.2%
.	10814	33.3%
1	5344	16.5%

Unit2
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	9522
Missing (%)	46.8%
Memory size	159.0 KiB

1.0	5470
0.0	5344

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	32442
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	0.0
3rd row	1.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
1.0	5470	26.9%
0.0	5344	26.3%
(Missing)	9522	46.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	5470	50.6%
0.0	5344	49.4%

Most occurring characters

Value	Count	Frequency (%)
0	16158	49.8%
.	10814	33.3%
1	5470	16.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21628	66.7%
Other Punctuation	10814	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	16158	74.7%
1	5470	25.3%

Other Punctuation

Value	Count	Frequency (%)
.	10814	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	32442	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	16158	49.8%
.	10814	33.3%
1	5470	16.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32442	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	16158	49.8%
.	10814	33.3%
1	5470	16.9%

HospAdmTime
Real number (ℝ)

Distinct	7152
Distinct (%)	35.2%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	-48.67841062

Minimum	-3710.66
Maximum	23.99
Zeros	168
Zeros (%)	0.8%
Negative	19912
Negative (%)	97.9%
Memory size	159.0 KiB

Quantile statistics

Minimum	-3710.66
5-th percentile	-236.12
Q1	-34.135
median	-2.77
Q3	-0.02
95-th percentile	-0.01
Maximum	23.99
Range	3734.65
Interquartile range (IQR)	34.115

Descriptive statistics

Standard deviation	143.6833182
Coefficient of variation (CV)	-2.951684666
Kurtosis	123.0885825
Mean	-48.67841062
Median Absolute Deviation (MAD)	2.75
Skewness	-8.542504055
Sum	-989875.48
Variance	20644.89593
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.02	3749	18.4%
-0.03	2290	11.3%
-0.01	1114	5.5%
-0.04	658	3.2%
-0.05	314	1.5%
0	168	0.8%
-0.06	136	0.7%
-0.07	82	0.4%
-0.08	40	0.2%
-0.09	32	0.2%
Other values (7142)	11752	57.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3710.66	1	< 0.1%
-3322.9	1	< 0.1%
-3269.1	1	< 0.1%
-3212.56	1	< 0.1%
-3141.55	1	< 0.1%
-2668.77	1	< 0.1%
-2562.53	1	< 0.1%
-2506.69	1	< 0.1%
-2476.58	1	< 0.1%
-2379.76	1	< 0.1%

Value	Count	Frequency (%)
23.99	1	< 0.1%
22.04	1	< 0.1%
20.04	1	< 0.1%
17.34	1	< 0.1%
16.02	1	< 0.1%
14.65	1	< 0.1%
14.21	1	< 0.1%
14	1	< 0.1%
11.94	1	< 0.1%
10.99	1	< 0.1%

ICULOS
Real number (ℝ_≥0)

SKEWED

Distinct	31
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.916256884

Minimum	1
Maximum	304
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	5
Maximum	304
Range	303
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.852074093
Coefficient of variation (CV)	2.010207569
Kurtosis	4370.912417
Mean	1.916256884
Median Absolute Deviation (MAD)	0
Skewness	59.42175818
Sum	38969
Variance	14.83847482
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
1	12839	63.1%
2	3388	16.7%
3	1678	8.3%
4	1003	4.9%
5	576	2.8%
6	369	1.8%
7	208	1.0%
8	109	0.5%
9	60	0.3%
10	29	0.1%
Other values (21)	77	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	12839	63.1%
2	3388	16.7%
3	1678	8.3%
4	1003	4.9%
5	576	2.8%
6	369	1.8%
7	208	1.0%
8	109	0.5%
9	60	0.3%
10	29	0.1%

Value	Count	Frequency (%)
304	1	< 0.1%
282	1	< 0.1%
269	1	< 0.1%
30	4	< 0.1%
28	1	< 0.1%
27	2	< 0.1%
26	2	< 0.1%
25	1	< 0.1%
24	1	< 0.1%
23	4	< 0.1%

SepsisLabel
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	159.0 KiB

0	20133
1	203

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	20336
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	20133	99.0%
1	203	1.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0	20133	99.0%
1	203	1.0%

Most occurring characters

Value	Count	Frequency (%)
0	20133	99.0%
1	203	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20336	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	20133	99.0%
1	203	1.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	20336	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	20133	99.0%
1	203	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20336	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	20133	99.0%
1	203	1.0%

Sepsis
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	159.0 KiB

0	18546
1	1790

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	20336
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	18546	91.2%
1	1790	8.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0	18546	91.2%
1	1790	8.8%

Most occurring characters

Value	Count	Frequency (%)
0	18546	91.2%
1	1790	8.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20336	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	18546	91.2%
1	1790	8.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	20336	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	18546	91.2%
1	1790	8.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20336	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	18546	91.2%
1	1790	8.8%

Hours
Real number (ℝ_≥0)

Distinct	228
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.85793666

Minimum	8
Maximum	336
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	8
5-th percentile	15
Q1	25
median	39
Q3	47
95-th percentile	58
Maximum	336
Range	328
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	22.30865867
Coefficient of variation (CV)	0.5741081639
Kurtosis	40.49091179
Mean	38.85793666
Median Absolute Deviation (MAD)	11
Skewness	4.703211094
Sum	790215
Variance	497.6762517
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36	700	3.4%
39	665	3.3%
38	656	3.2%
40	634	3.1%
41	632	3.1%
37	632	3.1%
43	600	3.0%
42	597	2.9%
44	580	2.9%
46	560	2.8%
Other values (218)	14080	69.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	124	0.6%
9	122	0.6%
10	95	0.5%
11	114	0.6%
12	121	0.6%
13	145	0.7%
14	194	1.0%
15	231	1.1%
16	274	1.3%
17	348	1.7%

Value	Count	Frequency (%)
336	5	< 0.1%
335	1	< 0.1%
334	1	< 0.1%
330	1	< 0.1%
328	1	< 0.1%
305	2	< 0.1%
297	1	< 0.1%
286	1	< 0.1%
279	1	< 0.1%
277	1	< 0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	PatientID	HR	O2Sat	Temp	SBP	MAP	DBP	Resp	EtCO2	BaseExcess	HCO3	FiO2	pH	PaCO2	SaO2	AST	BUN	Alkalinephos	Calcium	Chloride	Creatinine	Bilirubin_direct	Glucose	Lactate	Magnesium	Phosphate	Potassium	Bilirubin_total	TroponinI	Hct	Hgb	PTT	WBC	Fibrinogen	Platelets	Age	Gender	Unit1	Unit2	HospAdmTime	ICULOS	Sepsis	Hours
0	1	76.0	85.0	36.11	78.0	44.00	NaN	17.0	NaN	18.0	45.0	0.25	7.31	86.0	78.0	16.0	14.0	98.0	9.3	85.0	0.7	NaN	133.0	NaN	2.0	3.3	3.8	0.3	NaN	36.2	12.2	NaN	5.7	NaN	317.0	83.14	0	NaN	NaN	-0.03	1	0	54
1	2	54.0	94.0	36.00	114.0	50.50	36.0	9.0	NaN	NaN	22.0	NaN	NaN	NaN	NaN	NaN	100.0	NaN	7.9	113.0	2.5	NaN	78.0	NaN	2.5	4.4	5.1	NaN	NaN	27.8	9.7	NaN	11.0	NaN	158.0	75.91	0	0.0	1.0	-98.60	1	0	23
2	3	68.0	91.0	36.89	122.0	62.67	44.0	17.0	NaN	5.0	29.0	0.50	7.49	38.0	NaN	NaN	25.0	NaN	10.9	98.0	0.8	NaN	51.0	NaN	2.4	2.3	3.4	NaN	NaN	26.2	8.8	29.5	8.3	NaN	465.0	45.82	0	1.0	0.0	-1195.71	1	0	48
3	4	93.0	95.5	36.06	90.0	34.00	44.0	14.0	NaN	0.0	22.0	NaN	7.36	41.0	97.5	NaN	14.0	NaN	8.2	105.0	0.8	NaN	69.0	NaN	1.7	3.8	4.0	NaN	NaN	24.0	8.3	21.3	7.6	NaN	144.0	65.71	0	0.0	1.0	-8.77	1	0	29
4	5	61.0	96.0	36.22	114.0	73.00	NaN	14.0	NaN	NaN	24.0	NaN	NaN	NaN	NaN	16.0	6.0	62.0	7.8	105.0	0.6	NaN	103.0	NaN	1.9	2.8	3.1	0.5	NaN	39.7	14.2	29.0	4.7	NaN	273.0	28.09	1	1.0	0.0	-0.05	2	0	48
5	6	87.0	95.0	36.33	101.0	73.00	NaN	18.5	NaN	0.0	29.0	0.40	7.34	47.0	NaN	NaN	9.0	NaN	NaN	111.0	0.7	NaN	68.0	1.4	NaN	NaN	3.8	NaN	NaN	36.9	12.2	NaN	12.0	NaN	298.0	52.01	1	1.0	0.0	-0.03	3	0	17
6	7	103.0	93.0	37.28	91.0	59.00	45.0	12.0	NaN	-12.0	13.0	0.40	7.22	23.0	NaN	452.0	52.0	88.0	5.9	111.0	3.5	NaN	71.0	2.2	1.6	0.9	2.8	1.4	NaN	36.7	14.5	25.4	7.2	NaN	26.0	64.24	1	1.0	0.0	-0.05	1	0	45
7	8	65.0	79.0	35.67	89.0	57.00	40.0	12.0	NaN	-11.0	15.0	NaN	7.27	22.0	NaN	NaN	27.0	NaN	7.4	105.0	1.1	NaN	84.0	0.8	1.8	2.7	3.2	NaN	NaN	25.0	8.6	NaN	9.0	NaN	205.0	87.08	1	NaN	NaN	-2.23	1	0	40
8	9	85.0	89.5	35.33	78.0	56.00	44.0	13.0	NaN	-7.0	23.0	0.35	7.13	32.0	74.0	NaN	11.0	NaN	7.4	103.0	0.7	NaN	87.0	0.8	1.1	1.7	3.0	NaN	NaN	21.8	7.3	24.2	3.9	124.0	64.0	27.92	1	NaN	NaN	-0.03	1	1	258
9	10	63.0	90.0	35.50	97.0	63.00	47.0	10.0	NaN	-3.0	23.0	0.40	7.32	37.0	96.0	NaN	17.0	NaN	NaN	105.0	0.9	NaN	92.0	1.1	2.1	NaN	3.7	NaN	NaN	27.9	9.5	29.9	8.7	NaN	107.0	76.71	0	0.0	1.0	-2.36	3	0	23

Last rows

	PatientID	HR	O2Sat	Temp	SBP	MAP	DBP	Resp	EtCO2	BaseExcess	HCO3	FiO2	pH	PaCO2	SaO2	AST	BUN	Alkalinephos	Calcium	Chloride	Creatinine	Bilirubin_direct	Glucose	Lactate	Magnesium	Phosphate	Potassium	Bilirubin_total	TroponinI	Hct	Hgb	PTT	WBC	Fibrinogen	Platelets	Age	Gender	Unit1	Unit2	HospAdmTime	ICULOS	Sepsis	Hours
20326	20634	70.0	94.0	34.60	89.0	60.0	44.0	10.0	NaN	0.0	27.0	0.4	7.34	39.0	75.0	NaN	15.0	NaN	NaN	111.0	0.6	NaN	70.0	NaN	2.2	NaN	3.8	NaN	NaN	25.5	9.4	26.4	8.3	NaN	223.0	57.26	1	0.0	1.0	-2.90	3	0	20
20327	20635	53.0	92.0	36.33	112.0	63.0	53.0	10.0	NaN	0.0	24.0	NaN	7.41	37.0	NaN	NaN	12.0	NaN	7.8	110.0	0.8	NaN	96.0	1.0	1.8	2.2	3.7	NaN	NaN	28.7	10.1	34.5	9.0	NaN	301.0	56.75	1	NaN	NaN	-0.01	2	0	42
20328	20636	60.0	94.0	35.61	88.5	56.0	37.0	9.0	NaN	0.0	22.0	0.4	7.33	41.0	74.0	1033.0	32.0	204.0	NaN	102.0	1.2	NaN	76.0	NaN	1.5	NaN	4.4	1.8	NaN	27.3	9.5	38.3	4.6	NaN	183.0	82.36	0	0.0	1.0	0.32	5	0	43
20329	20637	61.0	85.0	35.00	90.0	46.0	54.0	7.0	NaN	-9.0	13.0	0.3	7.23	36.0	NaN	NaN	44.0	NaN	7.2	86.0	3.5	NaN	70.0	0.6	1.4	4.6	4.1	NaN	NaN	26.3	8.6	35.5	4.3	NaN	170.0	60.66	1	1.0	0.0	-0.02	2	1	142
20330	20638	65.0	92.0	35.78	113.0	75.0	56.0	14.0	NaN	NaN	26.0	NaN	NaN	NaN	NaN	NaN	17.0	NaN	9.1	102.0	1.3	NaN	98.0	NaN	2.0	3.5	3.6	NaN	NaN	37.7	13.0	24.8	6.5	NaN	176.0	68.38	1	NaN	NaN	-0.02	2	0	41
20331	20639	74.0	97.0	35.72	90.0	58.5	NaN	16.0	NaN	NaN	19.0	NaN	NaN	NaN	NaN	80.0	32.0	154.0	8.2	105.0	0.8	NaN	89.0	NaN	1.6	4.0	4.1	3.1	NaN	27.4	9.7	33.4	18.1	263.0	12.0	59.14	1	1.0	0.0	-0.02	1	0	26
20332	20640	71.0	93.0	36.10	107.5	65.5	49.0	8.0	NaN	-7.0	20.0	0.5	7.26	35.0	95.0	NaN	15.0	NaN	7.7	106.0	0.7	NaN	101.0	NaN	1.9	NaN	3.6	NaN	NaN	26.9	9.7	35.4	14.3	NaN	134.0	74.53	0	0.0	1.0	-59.09	3	0	25
20333	20641	76.0	94.0	36.67	93.0	50.0	45.0	12.0	NaN	NaN	30.0	NaN	NaN	NaN	NaN	NaN	16.0	NaN	8.7	96.0	0.7	NaN	101.0	NaN	2.2	3.3	3.4	NaN	NaN	32.4	11.1	23.0	8.1	NaN	291.0	33.01	1	NaN	NaN	-0.01	6	0	21
20334	20642	79.0	96.0	35.67	83.0	58.0	43.0	11.0	NaN	0.0	26.0	0.4	7.45	34.0	99.0	NaN	12.0	NaN	8.8	105.0	0.4	NaN	117.0	NaN	1.9	3.9	3.7	NaN	NaN	30.8	10.3	27.4	7.3	NaN	247.0	69.80	0	NaN	NaN	-10.58	1	0	42
20335	20643	79.0	88.0	36.06	108.0	42.5	61.0	16.0	NaN	-6.0	25.0	0.4	7.16	34.0	85.0	90.0	15.0	107.0	8.1	102.0	1.5	NaN	107.0	1.6	1.6	3.5	3.5	0.5	NaN	27.8	10.6	26.1	11.8	NaN	284.0	62.29	1	NaN	NaN	-0.03	3	1	33

Overview

Variables

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Cramér's V (φc)

Missing values

Sample

First rows

Last rows